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README.md

recsys2018

The third place solution in RecSys Challenge 2018 by Avito team.

To start it is necessary folder 'data' with data in json and challenge_set.json file.

The order of execution:

  1. json_to_dataframe.ipynb
  2. validation_strategy.ipynb
  3. lightfm.ipynb
  4. lightfm_text.ipynb
  5. candidate_selection.ipynb
  6. lightfm_features.ipynb
  7. co_occurence_features.ipynb
  8. xgboost.ipynb

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